Tampere University of Technology

TUTCRIS Research Portal

Publications

  1. A1 Journal article-refereed
  2. Published

    Complex-domain Joint Broadband Hyperspectral Image Denoising

    Katkovnik, V., Shevkunov, I., Claus, D., Pedrini, G. & Egiazarian, K., 1 May 2019, In : Sensors and Transducers. 233, 5, p. 33-39 7 p.

    Research output: Contribution to journalArticleScientificpeer-review

  3. Published

    Temporal Attention augmented Bilinear Network for Financial Time-Series Data Analysis

    Thanh Tran, D., Iosifidis, A., Kanniainen, J. & Gabbouj, M., May 2019, In : IEEE Transactions on Neural Networks and Learning Systems . 30, 5, p. 1407-1418 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  4. Published

    Are We There Yet? A Study on the State of High-level Synthesis

    Lahti, S., Sjövall, P., Vanne, J. & Hämäläinen, T. D., May 2019, In : IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 38, 5, p. 898-911

    Research output: Contribution to journalArticleScientificpeer-review

  5. Published

    On the complexity of restoring corrupted colorings

    De Biasi, M. & Lauri, J., May 2019, In : Journal of Combinatorial Optimization. 37, 4, p. 1150-1169 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  6. Published

    Attaining Learning Objectives by Ontological Reasoning using Digital Twins

    David, J., Lobov, A. & Lanz, M., 23 Apr 2019, In : Procedia Manufacturing. 31, p. 349-355 55.

    Research output: Contribution to journalArticleScientificpeer-review

  7. Published

    Stages of User Engagement on Social Commerce Platforms: Analysis with the Navigational Clickstream Data

    Kumar, A., Salo, J. & Li, H., 3 Apr 2019, In : INTERNATIONAL JOURNAL OF ELECTRONIC COMMERCE. 23, 2, p. 179-211 33 p.

    Research output: Contribution to journalArticleScientificpeer-review

  8. Published

    Local Time-Domain Spherical Harmonic Spatial Encoding for Wave-Based Acoustic Simulation

    Bilbao, S., Politis, A. & Hamilton, B., 1 Apr 2019, In : IEEE Signal Processing Letters. 26, 4, p. 617-621 5 p.

    Research output: Contribution to journalArticleScientificpeer-review

  9. Published

    Employing Knowledge on Causal Relationship to Assist Multidisciplinary Design Optimization

    Wu, D., Coatanea, E. & Wang, G. G., Apr 2019, In : Journal of Mechanical Design, Transactions of the ASME. 141, 4, 041402.

    Research output: Contribution to journalArticleScientificpeer-review

  10. Published

    Continuous Analysis of Running Mechanics by Means of an Integrated INS/GPS Device

    Davidson, P., Virekunnas, H., Sharma, D., Piché, R. & Cronin, N., 26 Mar 2019, In : Sensors (Basel, Switzerland). 19, 6, 1480.

    Research output: Contribution to journalArticleScientificpeer-review

  11. Published

    Evaluation of Regression Models: Model Assessment, Model Selection and Generalization Error

    Emmert-Streib, F. & Dehmer, M., 22 Mar 2019, In : Machine Learning and Knowledge Extraction. 1, 1, p. 521-551

    Research output: Contribution to journalArticleScientificpeer-review

  12. Published

    Convolutional low-resolution fine-grained classification

    Cai, D., Chen, K., Qian, Y. & Kämäräinen, J-K., Mar 2019, In : Pattern Recognition Letters. 119, p. 166-171

    Research output: Contribution to journalArticleScientificpeer-review

  13. Published

    Moving mathematics out of the classroom: Using mobile technology to enhance spontaneous focusing on quantitative relations

    McMullen, J., Hannula-Sormunen, M., Kainulainen, M., Kiili, K. & Lehtinen, E., Mar 2019, In : British Journal of Educational Technology. 50, 2, p. 562-573 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  14. Published

    Analysis of an efficient parallel implementation of active-set Newton algorithm

    San Juan Sebastián, P., Virtanen, T., Garcia-Molla, V. M. & Vidal, A. M., Mar 2019, In : Journal of Supercomputing. 75, 3, p. 1298-1309 12 p.

    Research output: Contribution to journalArticleScientificpeer-review

  15. Published

    Technostress and social networking services: Explaining users' concentration, sleep, identity, and social relation problems

    Salo, M., Pirkkalainen, H. & Koskelainen, T., Mar 2019, In : Information Systems Journal. 29, 2, p. 408-435 28 p.

    Research output: Contribution to journalArticleScientificpeer-review

  16. Published

    Cumulative Attribute Space Regression for Head Pose Estimation and Color Constancy

    Chen, K., Jia, K., Huttunen, H., Matas, J. & Kämäräinen, J., Mar 2019, In : Pattern Recognition. 87, p. 29-37

    Research output: Contribution to journalArticleScientificpeer-review

  17. Accepted/In press

    How do small and medium-sized game companies use analytics? An attention-based view of game analytics

    Mäntymäki, M., Hyrynsalmi, S. & Koskenvoima, A., Mar 2019, (Accepted/In press) In : Information Systems Frontiers.

    Research output: Contribution to journalArticleScientificpeer-review

  18. Published

    Layered approach for improving the quality of free-viewpoint depth-image-based rendering images

    Smirnov, S., Battisti, F. & Gotchev, A., 27 Feb 2019, In : Journal of Electronic Imaging. 28, 1, 013049.

    Research output: Contribution to journalArticleScientificpeer-review

  19. Published

    LordCore: Energy-Efficient OpenCL-Programmable Software-Defined Radio Coprocessor

    Kultala, H., Viitanen, T., Berg, H., Jääskeläinen, P., Multanen, J., Kokkonen, M., Raiskila, K., Zetterman, T. & Takala, J., 26 Feb 2019, In : IEEE Transactions on Very Large Scale Integration (VLSI) Systems. 27, 5, p. 1029-1042

    Research output: Contribution to journalArticleScientificpeer-review

  20. Published

    Cloud computing as a facilitator for web service composition in factory automation

    Puttonen, J., Lobov, A., Cavia Soto, M. A. & Martinez Lastra, J. L., 20 Feb 2019, In : Journal of Intelligent Manufacturing. 30, 2, p. 687-700 14 p.

    Research output: Contribution to journalArticleScientificpeer-review

  21. Published

    A mathematical model and iterative inversion for fluorescent optical projection tomography

    Koljonen, V., Koskela, O., Montonen, T., Rezaei, A., Belay, B., Figueiras, E., Hyttinen, J. & Pursiainen, S., 18 Feb 2019, In : Physics in Medicine and Biology. 64, 4, 045017.

    Research output: Contribution to journalArticleScientificpeer-review

  22. Published

    Global Genetics Research in Prostate Cancer: A Text Mining and Computational Network Theory Approach

    Azam, M. F., Musa, A., Dehmer, M., Yli-Harja, O. & Emmert-Streib, F., 14 Feb 2019, In : Frontiers in Genetics. 10, p. 70

    Research output: Contribution to journalArticleScientificpeer-review

  23. E-pub ahead of print

    DR-GAN: Automatic Radial Distortion Rectification Using Conditional GAN in Real-Time

    Liao, K., Lin, C., Zhao, Y. & Gabbouj, M., 7 Feb 2019, In : IEEE Transactions on Circuits and Systems for Video Technology.

    Research output: Contribution to journalArticleScientificpeer-review

  24. Published

    Challenges and recommended practices for software architecting in global software development

    Sievi-Korte, O., Beecham, S. & Richardson, I., 1 Feb 2019, In : Information and Software Technology. 106, p. 234-253 20 p.

    Research output: Contribution to journalArticleScientificpeer-review

  25. Published

    Regulation of asymmetries in the kinetics and protein numbers of bacterial gene expression

    Startceva, S., Kandavalli, V. K., Visa, A. & Ribeiro, A. S., 1 Feb 2019, In : Biochimica et Biophysica Acta - Gene Regulatory Mechanisms. 1862, 2, p. 119-128 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  26. Published

    An Integrated Hardware/Software Design Methodology for Signal Processing Systems

    Li, L., Sau, C., Fanni, T., Li, J., Viitanen, T., Christophe, F., Palumbo, F., Raffo, L., Huttunen, H., Takala, J. & Bhattacharyya, S. S., Feb 2019, In : Journal of Systems Architecture. 93, p. 1-19

    Research output: Contribution to journalArticleScientificpeer-review

  27. Published

    High-Dimensional LASSO-Based Computational Regression Models: Regularization, Shrinkage, and Selection

    Emmert-Streib, F. & Dehmer, M., 14 Jan 2019, In : Machine Learning and Knowledge Extraction. 1, 1, p. 359-383

    Research output: Contribution to journalArticleScientificpeer-review

  28. Published

    ALMARVI Execution Platform: Heterogeneous Video Processing SoC Platform on FPGA

    Hoozemans, J., van Straten, J., Viitanen, T., Tervo, A., Kadlec, J. & Al-Ars, Z., 2 Jan 2019, In : Journal of Signal Processing Systems. 91, 1, p. 61-73 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  29. Published

    Towards detecting structural branching and cyclicity in graphs: A polynomial-based approach

    Dehmer, M., Chen, Z., Emmert-Streib, F., Mowshowitz, A., Shi, Y., Tripathi, S. & Zhang, Y., 1 Jan 2019, In : Information Sciences. 471, p. 19-28 10 p.

    Research output: Contribution to journalArticleScientificpeer-review

  30. Published

    eSports, skins and loot boxes: Participants, practices and problematic behaviour associated with emergent forms of gambling

    Macey, J. & Hamari, J., Jan 2019, In : New Media and Society. 21, 1, p. 20-41

    Research output: Contribution to journalArticleScientificpeer-review

  31. Published

    ALMARVI System Solution for Image and Video Processing in Healthcare, Surveillance and Mobile Applications

    Al-Ars, Z., van der Vlugt, S., Jääskeläinen, P. & van der Linden, F., Jan 2019, In : Journal of Signal Processing Systems. 91, 1, p. 1-7

    Research output: Contribution to journalArticleScientificpeer-review

  32. Published

    Uses and Gratifications of Pokémon Go: Why do People Play Mobile Location-Based Augmented Reality Games?

    Hamari, J., Malik, A., Koski, J. & Johri, A., 2019, In : International Journal of Human-Computer Interaction. 35, 9

    Research output: Contribution to journalArticleScientificpeer-review

  33. Published

    The Gamification of Work: Lessons From Crowdsourcing

    Morschheuser, B. & Hamari, J., 2019, In : Journal of Management Inquiry. 28, 2

    Research output: Contribution to journalArticleScientificpeer-review

  34. Published

    Measuring stem diameters with TLS in boreal forests by complementary fitting procedure

    Pitkänen, T. P., Raumonen, P. & Kangas, A., 2019, In : ISPRS Journal of Photogrammetry and Remote Sensing. 147, p. 294-306 13 p.

    Research output: Contribution to journalArticleScientificpeer-review

  35. Published

    Exploiting Genomic Relations in Big Data Repositories by Graph-Based Search Methods

    Musa, A., Dehmer, M., Yli-Harja, O. & Emmert-Streib, F., 2019, In : Machine Learning and Knowledge Extraction. 1, 1, p. 205-210

    Research output: Contribution to journalArticleScientificpeer-review

  36. Published

    Brand as a cognitive mediator: investigating the effect of media brands as a structural feature of textual news messages

    Laaksonen, S-M., Falco, A., Salminen, M., Aula, P. & Ravaja, N., 2019, In : JOURNAL OF PRODUCT AND BRAND MANAGEMENT. 28, 1

    Research output: Contribution to journalArticleScientificpeer-review

  37. E-pub ahead of print

    Patient-Specific Seizure Detection Using Nonlinear Dynamics and Nullclines

    Zabihi, M., Kiranyaz, S., Jäntti, V., Lipping, T. & Gabbouj, M., 2019, In : IEEE Journal of Biomedical and Health Informatics.

    Research output: Contribution to journalArticleScientificpeer-review

  38. Published

    A Novel UAV-Aided Network Architecture Using Wi-Fi Direct

    Asif Khan, M., Hamila, R., Kiranyaz, S. & Gabbouj, M., 2019, In : IEEE Access. 7, p. 67305-67318

    Research output: Contribution to journalArticleScientificpeer-review

  39. Published

    Machine Learning for Forecasting Mid Price Movement using Limit Order Book Data

    Nousi, P., Tsantekidis, A., Passalis, N., Ntakaris, A., Kanniainen, J., Tefas, A., Gabbouj, M. & Iosifidis, A., 2019, In : IEEE Access. 7, p. 64722-64736

    Research output: Contribution to journalArticleScientificpeer-review

  40. Published

    Vocal Effort Based Speaking Style Conversion Using Vocoder Features and Parallel Learning

    Seshadri, S., Juvela, L., Räsänen, O. & Alku, P., 2019, In : IEEE Access. 7, p. 17230-17246 17 p.

    Research output: Contribution to journalArticleScientificpeer-review

  41. Published

    Recognition of premature births by bispectrum-based abdominal electromyography signal processing

    Viunytskyi, O., Shulgin, V., Totsky, A., Egiazarian, K. & Polotska, O., 2019, In : Telecommunications and Radio Engineering. 78, 1, p. 59-69 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  42. Published

    Extraction of fetal heart activity by using bispectrum-based electromyography signal processing

    Viunytskyi, O., Shulgin, V., Totsky, A., Egiazarian, K. & Polotska, O., 2019, In : Telecommunications and Radio Engineering. 78, 3, p. 269-279 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  43. E-pub ahead of print

    Compatible natural gradient policy search

    Pajarinen, J., Thai, H. L., Akrour, R., Peters, J. & Neumann, G., 2019, In : Machine Learning.

    Research output: Contribution to journalArticleScientificpeer-review

  44. E-pub ahead of print

    Scholars’ Perceptions of Relevance in Bibliography-Based People Recommender System

    Olshannikova, E., Olsson, T., Huhtamäki, J. & Yao, P., 2019, In : Computer Supported Cooperative Work: CSCW: An International Journal.

    Research output: Contribution to journalArticleScientificpeer-review

  45. Published

    A Competing Voices Test for Hearing-Impaired Listeners Applied to Spatial Separation and Ideal Time-Frequency Masks

    Bramsløw, L., Vatti, M., Rossing, R., Naithani, G. & Henrik Pontoppidan, N., 2019, In : Trends in hearing. 23

    Research output: Contribution to journalArticleScientificpeer-review

  46. Accepted/In press

    PyGOP: A Python library for Generalized Operational Perceptron algorithms

    Tran, D. T., Kiranyaz, S., Gabbouj, M. & Iosifidis, A., 2019, (Accepted/In press) In : Knowledge-Based Systems.

    Research output: Contribution to journalArticleScientificpeer-review

  47. Published

    Classifying soil stoniness based on the excavator boom vibration data in mounding operations

    Melander, L., Ritala, R. & Strandström, M., 2019, In : Silva Fennica. 53, 2, 10068.

    Research output: Contribution to journalArticleScientificpeer-review

  48. Published

    Hyperspectral data denoising for terahertz pulse time-domain holography

    Kulya, M., Petrov, N. V., Tsypkin, A., Egiazarian, K. & Katkovnik, V., 2019, In : Optics Express. 27, 13, p. 18456-18476 21 p.

    Research output: Contribution to journalArticleScientificpeer-review

  49. Published

    Prostate cancer gene regulatory network inferred from RNA-seq data

    Moore, D., Simoes, R. D. M., Dehmer, M. & Emmert-Streib, F., 2019, In : CURRENT GENOMICS. 20, 1, p. 38-48 11 p.

    Research output: Contribution to journalArticleScientificpeer-review

  50. Published

    Crop yield prediction with deep convolutional neural networks

    Nevavuori, P., Narra Girish, N. & Lipping, T., 2019, In : COMPUTERS AND ELECTRONICS IN AGRICULTURE. 163, 104859, 104859.

    Research output: Contribution to journalArticleScientificpeer-review

  51. Published

    Feature Engineering for Mid-Price Prediction with Deep Learning

    Ntakaris, A., Mirone, G., Kanniainen, J., Gabbouj, M. & Iosifidis, A., 2019, In : IEEE Access. 7, p. 82390-82412 23 p.

    Research output: Contribution to journalArticleScientificpeer-review

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